Azure Machine Learning

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Azure OpenAI - User has no active subscriptions with valid quota

I have an Azure for Students subscription in Azure. I'm following this quickstart to level Azure OpenAI: https://learn.microsoft.com/en-us/azure/ai-services/openai/use-your-data-quickstart I've created all the necessary Azure resources and have created…

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Scott K 0

commented

kothapally Snigdha 1,260 Microsoft Vendor

0 answers

Azure ML Workspace cannot create prompt flow compute session

I have a ML workspace with compute instance running, also created connection with Azure OpenAI service. I am doing some tests on the prompt flows and i tried to create a compute session with my compute instance. I am getting the error below: Session…

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Ruka Tsoi 0

1 answer

Timeline for the public release of the Preview policies for Azure ML model deployment

We are defining scalable and extensible Azure policies to restrict the deployment of Azure ML models, including serverless LLM models, online endpoints, and batch endpoints. We have identified two built-in policies for this purpose: [Preview]: Azure…

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Chinmay Bhat 0

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Saideep Anchuri 1,790 Microsoft Vendor

1 answer

Complete Process for Custom NER in Azure ML: Data Import, Labeling, AutoML vs Designer, Deployment

Hello Azure ML Community, I am working on a Resume Entity Extraction Project and need guidance on using Azure Machine Learning (AML) to build a Custom Named Entity Recognition (NER) Model. I would like to understand the end-to-end process in AML,…

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Dinnemidi Ananda Kumar 60

accepted

Dinnemidi Ananda Kumar 60

1 answer

'ImportError: cannot import name 'AccessTokenInfo' from 'azure.core.credentials'

I'm trying to execute python script using this tutorial https://learn.microsoft.com/en-us/azure/machine-learning/component-reference/execute-python-script?view=azureml-api-2&viewFallbackFrom=azureml-api-1 but I keep receiving azureml_main:…

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Farzane Yahyanejad 0 Microsoft Employee

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Vikram Singh 1,070 Microsoft Employee

1 answer

Best storage option for multiple csv files on blob storage to be consumed in a ML training job

Hello i have a question about what is the best storage option for multiple csv files that are created on daily basis, if they are to be consumed later in an Azure Machine learning training job. I am looking into two options, the first is creating an…

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EL Jawad, Mohammad 30

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santoshkc 12,185 Microsoft Vendor

2 answers

I cant stop my running compute on Microsoft Azure Machine Learning

I created my GPU instance and have been using it for the past few weeks. However, I am not able to turn it off suddenly today despite using the same account that was used to create it. Is there a way to turn it off without deleting the whole compute?

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Shamus Sim 0

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Saideep Anchuri 1,790 Microsoft Vendor

1 answer

reading csv files in azure ml notebook

Hi, I want to read all CSV files in an Azure ML notebook. I registered a folder as a data asset, and when consuming the files, the final DataFrame becomes a concatenation of all CSV files. However, I want to read each CSV file separately, remove a…

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Ajam, Meraj 40

commented

Saideep Anchuri 1,790 Microsoft Vendor

1 answer

Reading Data as Spark DataFrame using mltable

The Microsoft documentation for mltable mentions support for reading data as a Spark DataFrame, but specific examples or references are hard to find. Docs:…

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Abdelkhalek Hamdi 0

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Vikram Singh 1,070 Microsoft Employee

1 answer

AzureML batch data monitoring

I'm working on a batch use case and attempting to setup model monitoring. I've had issues getting it setup and have a few questions. Documentation notes data collector as strictly for online endpoints, is this true? Is model monitoring implemented…

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Fergus Currie 0

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Manas Mohanty (Quadrant Resource LLC) 290 Microsoft Vendor

1 answer

Issues Deploying Endpoints for Custom HF and Preset Azure Mistral Models in Azure ML

Hi everyone, I'm fine‑tuning a language model for financial Q&A using a custom loss that emphasizes numerical tokens (tokens between <NUM> and </NUM>). I run the entire process in Azure ML using pipelines and register my models after…

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Sebastian Buzdugan 40

answered

kothapally Snigdha 1,260 Microsoft Vendor

1 answer

Improving Numerical Accuracy in Fine-Tuned SLM on Azure AI Foundry / Azure ML Studio

I’m fine-tuning a Small Language Model (SLM) using Azure AI Foundry / Azure ML Studio on a dataset of 5,000 Q&A pairs related to financial data. The goal is to make the model accurately answer numerical questions (e.g., percentages, financial…

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Sebastian Buzdugan 40

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Sebastian Buzdugan 40

1 answer

How to add multiple csv's as .zip file new Azure Machine Learning Designer (Non-Classic)

In classic mode there was option of adding multiple csv files zipped into a folder and uploaded into the Azure ML studio (classic). I want to achieve the same in the new Azure Machine Learning designer (non-classic) but I don't see the option of upload…

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Soumyakant Sahoo 6

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EL Jawad, Mohammad 30

3 answers

Error while creating a managed online endpoint in azure machine learning studio

while creating a managed online endpoint in azure machine learning studio I get the following error in my workspace's notebook: --------------------------------------------------------------------------- OperationFailed Traceback (most recent call last)…

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Matias Larsson 100

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Anthony Crespo 0

1 answer

How to auto-authenticate AML compute instance to start on a regular schedule?

Hi, I am trying to use Azure ML workspace to run Python notebooks on a regular basis to query Kusto data and conduct data processing. I created a Compute instance in AML, set up the starter shell script, and configured the Startup schedule of the compute…

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Caiwen Wu 20 Microsoft Employee

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Vikram Singh 1,070 Microsoft Employee

1 answer

Seeking Help designing a RAG application for Code Conversion Application using Azure ML

Hello, May someone please share your thoughts how can I designed a RAG based solution for converting Scala Spark code to Pyspark. How to design such application. Thanks

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Uma 446

edited the question

Saideep Anchuri 1,790 Microsoft Vendor

0 answers

Why does the "import labels" feature in an Azure Machine Learning Labeling Project tell me that it finished successfully when it didn't import any labels?

I have a labeling project that I started in CVAT which I want to continue in Azure Machine Learning. For this I uploaded the images to AzureML and created a data labeling project for them. I exported the labels from CVAT as COCO-files and converted them…

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Benedikt Schmitt 50

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Benedikt Schmitt 50

1 answer

Resource provider [N/A] isn't registered with Subscription [N/A]

Details I created an Azure Machine Learning resource from my Azure Portal and then opened the web URL for it where I build my environment and worked to serve my model on the endpoints. This is the error I got: ResourceOperationFailure: Resource provider…

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SC Lim 5

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Samer Sayour 0

3 answers